From 43c30a44893114bd1086cb6b3b4a357a99ab82c6 Mon Sep 17 00:00:00 2001 From: Nir Gazit Date: Wed, 22 May 2024 12:51:26 +0300 Subject: [PATCH 1/7] fix(traceloop): log errors --- litellm/integrations/traceloop.py | 217 +++++++++++++++++------------- litellm/tests/test_traceloop.py | 74 +++++----- litellm/utils.py | 12 ++ 3 files changed, 168 insertions(+), 135 deletions(-) diff --git a/litellm/integrations/traceloop.py b/litellm/integrations/traceloop.py index bbdb9a1b0a..2063ef7216 100644 --- a/litellm/integrations/traceloop.py +++ b/litellm/integrations/traceloop.py @@ -1,114 +1,149 @@ +import traceback +from litellm._logging import verbose_logger +import litellm + + class TraceloopLogger: def __init__(self): - from traceloop.sdk.tracing.tracing import TracerWrapper - from traceloop.sdk import Traceloop + try: + from traceloop.sdk.tracing.tracing import TracerWrapper + from traceloop.sdk import Traceloop + except ModuleNotFoundError as e: + verbose_logger.error( + f"Traceloop not installed, try running 'pip install traceloop-sdk' to fix this error: {e}\n{traceback.format_exc()}" + ) - Traceloop.init(app_name="Litellm-Server", disable_batch=True) + Traceloop.init( + app_name="Litellm-Server", + disable_batch=True, + ) self.tracer_wrapper = TracerWrapper() - def log_event(self, kwargs, response_obj, start_time, end_time, print_verbose): - from opentelemetry.trace import SpanKind + def log_event( + self, + kwargs, + response_obj, + start_time, + end_time, + user_id, + print_verbose, + level="DEFAULT", + status_message=None, + ): + from opentelemetry import trace + from opentelemetry.trace import SpanKind, Status, StatusCode from opentelemetry.semconv.ai import SpanAttributes try: - tracer = self.tracer_wrapper.get_tracer() + print_verbose( + f"Traceloop Logging - Enters logging function for model {kwargs}" + ) - model = kwargs.get("model") + tracer = self.tracer_wrapper.get_tracer() # LiteLLM uses the standard OpenAI library, so it's already handled by Traceloop SDK if kwargs.get("litellm_params").get("custom_llm_provider") == "openai": return optional_params = kwargs.get("optional_params", {}) - with tracer.start_as_current_span( - "litellm.completion", - kind=SpanKind.CLIENT, - ) as span: - if span.is_recording(): + span = tracer.start_span( + "litellm.completion", kind=SpanKind.CLIENT, start_time=start_time + ) + + if span.is_recording(): + span.set_attribute( + SpanAttributes.LLM_REQUEST_MODEL, kwargs.get("model") + ) + if "stop" in optional_params: span.set_attribute( - SpanAttributes.LLM_REQUEST_MODEL, kwargs.get("model") + SpanAttributes.LLM_CHAT_STOP_SEQUENCES, + optional_params.get("stop"), ) - if "stop" in optional_params: - span.set_attribute( - SpanAttributes.LLM_CHAT_STOP_SEQUENCES, - optional_params.get("stop"), - ) - if "frequency_penalty" in optional_params: - span.set_attribute( - SpanAttributes.LLM_FREQUENCY_PENALTY, - optional_params.get("frequency_penalty"), - ) - if "presence_penalty" in optional_params: - span.set_attribute( - SpanAttributes.LLM_PRESENCE_PENALTY, - optional_params.get("presence_penalty"), - ) - if "top_p" in optional_params: - span.set_attribute( - SpanAttributes.LLM_TOP_P, optional_params.get("top_p") - ) - if "tools" in optional_params or "functions" in optional_params: - span.set_attribute( - SpanAttributes.LLM_REQUEST_FUNCTIONS, - optional_params.get( - "tools", optional_params.get("functions") - ), - ) - if "user" in optional_params: - span.set_attribute( - SpanAttributes.LLM_USER, optional_params.get("user") - ) - if "max_tokens" in optional_params: - span.set_attribute( - SpanAttributes.LLM_REQUEST_MAX_TOKENS, - kwargs.get("max_tokens"), - ) - if "temperature" in optional_params: - span.set_attribute( - SpanAttributes.LLM_TEMPERATURE, kwargs.get("temperature") - ) - - for idx, prompt in enumerate(kwargs.get("messages")): - span.set_attribute( - f"{SpanAttributes.LLM_PROMPTS}.{idx}.role", - prompt.get("role"), - ) - span.set_attribute( - f"{SpanAttributes.LLM_PROMPTS}.{idx}.content", - prompt.get("content"), - ) - + if "frequency_penalty" in optional_params: span.set_attribute( - SpanAttributes.LLM_RESPONSE_MODEL, response_obj.get("model") + SpanAttributes.LLM_FREQUENCY_PENALTY, + optional_params.get("frequency_penalty"), + ) + if "presence_penalty" in optional_params: + span.set_attribute( + SpanAttributes.LLM_PRESENCE_PENALTY, + optional_params.get("presence_penalty"), + ) + if "top_p" in optional_params: + span.set_attribute( + SpanAttributes.LLM_TOP_P, optional_params.get("top_p") + ) + if "tools" in optional_params or "functions" in optional_params: + span.set_attribute( + SpanAttributes.LLM_REQUEST_FUNCTIONS, + optional_params.get("tools", optional_params.get("functions")), + ) + if "user" in optional_params: + span.set_attribute( + SpanAttributes.LLM_USER, optional_params.get("user") + ) + if "max_tokens" in optional_params: + span.set_attribute( + SpanAttributes.LLM_REQUEST_MAX_TOKENS, + kwargs.get("max_tokens"), + ) + if "temperature" in optional_params: + span.set_attribute( + SpanAttributes.LLM_REQUEST_TEMPERATURE, + kwargs.get("temperature"), ) - usage = response_obj.get("usage") - if usage: - span.set_attribute( - SpanAttributes.LLM_USAGE_TOTAL_TOKENS, - usage.get("total_tokens"), - ) - span.set_attribute( - SpanAttributes.LLM_USAGE_COMPLETION_TOKENS, - usage.get("completion_tokens"), - ) - span.set_attribute( - SpanAttributes.LLM_USAGE_PROMPT_TOKENS, - usage.get("prompt_tokens"), - ) - for idx, choice in enumerate(response_obj.get("choices")): - span.set_attribute( - f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.finish_reason", - choice.get("finish_reason"), - ) - span.set_attribute( - f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.role", - choice.get("message").get("role"), - ) - span.set_attribute( - f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.content", - choice.get("message").get("content"), - ) + for idx, prompt in enumerate(kwargs.get("messages")): + span.set_attribute( + f"{SpanAttributes.LLM_PROMPTS}.{idx}.role", + prompt.get("role"), + ) + span.set_attribute( + f"{SpanAttributes.LLM_PROMPTS}.{idx}.content", + prompt.get("content"), + ) + + span.set_attribute( + SpanAttributes.LLM_RESPONSE_MODEL, response_obj.get("model") + ) + usage = response_obj.get("usage") + if usage: + span.set_attribute( + SpanAttributes.LLM_USAGE_TOTAL_TOKENS, + usage.get("total_tokens"), + ) + span.set_attribute( + SpanAttributes.LLM_USAGE_COMPLETION_TOKENS, + usage.get("completion_tokens"), + ) + span.set_attribute( + SpanAttributes.LLM_USAGE_PROMPT_TOKENS, + usage.get("prompt_tokens"), + ) + + for idx, choice in enumerate(response_obj.get("choices")): + span.set_attribute( + f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.finish_reason", + choice.get("finish_reason"), + ) + span.set_attribute( + f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.role", + choice.get("message").get("role"), + ) + span.set_attribute( + f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.content", + choice.get("message").get("content"), + ) + + if ( + level == "ERROR" + and status_message is not None + and isinstance(status_message, str) + ): + span.record_exception(Exception(status_message)) + span.set_status(Status(StatusCode.ERROR, status_message)) + + span.end(end_time) except Exception as e: print_verbose(f"Traceloop Layer Error - {e}") diff --git a/litellm/tests/test_traceloop.py b/litellm/tests/test_traceloop.py index 405a8a3574..f969736285 100644 --- a/litellm/tests/test_traceloop.py +++ b/litellm/tests/test_traceloop.py @@ -1,49 +1,35 @@ -# Commented out for now - since traceloop break ci/cd -# import sys -# import os -# import io, asyncio +import sys +import os +import time +import pytest +import litellm +from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter +from traceloop.sdk import Traceloop -# sys.path.insert(0, os.path.abspath('../..')) - -# from litellm import completion -# import litellm -# litellm.num_retries = 3 -# litellm.success_callback = [""] -# import time -# import pytest -# from traceloop.sdk import Traceloop -# Traceloop.init(app_name="test-litellm", disable_batch=True) +sys.path.insert(0, os.path.abspath("../..")) -# def test_traceloop_logging(): -# try: -# litellm.set_verbose = True -# response = litellm.completion( -# model="gpt-3.5-turbo", -# messages=[{"role": "user", "content":"This is a test"}], -# max_tokens=1000, -# temperature=0.7, -# timeout=5, -# ) -# print(f"response: {response}") -# except Exception as e: -# pytest.fail(f"An exception occurred - {e}") -# # test_traceloop_logging() +@pytest.fixture() +def exporter(): + exporter = InMemorySpanExporter() + Traceloop.init( + app_name="test_litellm", + disable_batch=True, + exporter=exporter, + ) + litellm.success_callback = ["traceloop"] + litellm.set_verbose = True + + return exporter -# # def test_traceloop_logging_async(): -# # try: -# # litellm.set_verbose = True -# # async def test_acompletion(): -# # return await litellm.acompletion( -# # model="gpt-3.5-turbo", -# # messages=[{"role": "user", "content":"This is a test"}], -# # max_tokens=1000, -# # temperature=0.7, -# # timeout=5, -# # ) -# # response = asyncio.run(test_acompletion()) -# # print(f"response: {response}") -# # except Exception as e: -# # pytest.fail(f"An exception occurred - {e}") -# # test_traceloop_logging_async() +@pytest.mark.parametrize("model", ["claude-instant-1.2", "gpt-3.5-turbo"]) +def test_traceloop_logging(exporter, model): + + litellm.completion( + model=model, + messages=[{"role": "user", "content": "This is a test"}], + max_tokens=1000, + temperature=0.7, + timeout=5, + ) diff --git a/litellm/utils.py b/litellm/utils.py index c8c4917540..6594ea984d 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -2018,6 +2018,7 @@ class Logging: response_obj=result, start_time=start_time, end_time=end_time, + user_id=kwargs.get("user", None), print_verbose=print_verbose, ) if callback == "s3": @@ -2589,6 +2590,17 @@ class Logging: level="ERROR", kwargs=self.model_call_details, ) + if callback == "traceloop": + traceloopLogger.log_event( + start_time=start_time, + end_time=end_time, + response_obj=None, + user_id=kwargs.get("user", None), + print_verbose=print_verbose, + status_message=str(exception), + level="ERROR", + kwargs=self.model_call_details, + ) if callback == "prometheus": global prometheusLogger verbose_logger.debug("reaches prometheus for success logging!") From 7368406c24685231928bddcb080436cec42cd464 Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Fri, 24 May 2024 16:59:16 -0700 Subject: [PATCH 2/7] fix(slack_alerting.py): support region based outage alerting --- litellm/integrations/slack_alerting.py | 209 +++++++++++++++++++++---- litellm/main.py | 6 +- litellm/proxy/utils.py | 33 +--- litellm/tests/test_alerting.py | 97 +++++++++++- litellm/utils.py | 25 ++- 5 files changed, 309 insertions(+), 61 deletions(-) diff --git a/litellm/integrations/slack_alerting.py b/litellm/integrations/slack_alerting.py index a4ff0620ad..0cea0fee2b 100644 --- a/litellm/integrations/slack_alerting.py +++ b/litellm/integrations/slack_alerting.py @@ -1,6 +1,6 @@ #### What this does #### # Class for sending Slack Alerts # -import dotenv, os +import dotenv, os, traceback from litellm.proxy._types import UserAPIKeyAuth, CallInfo from litellm._logging import verbose_logger, verbose_proxy_logger import litellm, threading @@ -15,6 +15,35 @@ from enum import Enum from datetime import datetime as dt, timedelta, timezone from litellm.integrations.custom_logger import CustomLogger import random +from typing import TypedDict +from openai import APIError + +import litellm.types +import litellm.types.router + + +class OutageModel(TypedDict): + provider: str + region_name: str + alerts: List[str] + deployment_ids: List[str] + minor_alert_sent: bool + major_alert_sent: bool + last_updated_at: float + + +AlertType = Literal[ + "llm_exceptions", + "llm_too_slow", + "llm_requests_hanging", + "budget_alerts", + "db_exceptions", + "daily_reports", + "spend_reports", + "cooldown_deployment", + "new_model_added", + "outage_alerts", +] class LiteLLMBase(BaseModel): @@ -37,6 +66,10 @@ class SlackAlertingArgs(LiteLLMBase): ) report_check_interval: int = 5 * 60 # 5 minutes budget_alert_ttl: int = 24 * 60 * 60 # 24 hours + outage_alert_ttl: int = 1 * 60 * 60 # 1 hour + minor_outage_alert_threshold: int = 3 + major_outage_alert_threshold: int = 10 + max_outage_alert_list_size: int = 10 # prevent memory leak class WebhookEvent(CallInfo): @@ -86,19 +119,7 @@ class SlackAlerting(CustomLogger): internal_usage_cache: Optional[DualCache] = None, alerting_threshold: float = 300, # threshold for slow / hanging llm responses (in seconds) alerting: Optional[List] = [], - alert_types: List[ - Literal[ - "llm_exceptions", - "llm_too_slow", - "llm_requests_hanging", - "budget_alerts", - "db_exceptions", - "daily_reports", - "spend_reports", - "cooldown_deployment", - "new_model_added", - ] - ] = [ + alert_types: List[AlertType] = [ "llm_exceptions", "llm_too_slow", "llm_requests_hanging", @@ -108,6 +129,7 @@ class SlackAlerting(CustomLogger): "spend_reports", "cooldown_deployment", "new_model_added", + "outage_alerts", ], alert_to_webhook_url: Optional[ Dict @@ -696,6 +718,99 @@ class SlackAlerting(CustomLogger): return return + async def outage_alerts( + self, + provider: str, + region_name: str, + exception: APIError, + deployment_id: str, + ) -> None: + """ + Send slack alert if provider region (e.g. azure east-us-1) is having an outage (408 or >500 errors). + + key = (provider + region) + + value = { + - provider + - region + - threshold + - alerts [] + } + + ttl = 1hr + max_alerts_size = 10 + """ + _id = provider + region_name + + outage_value: Optional[OutageModel] = await self.internal_usage_cache.async_get_cache(key=_id) # type: ignore + + if ( + getattr(exception, "status_code", None) is not None + and exception.status_code != 408 # type: ignore + and exception.status_code < 500 # type: ignore + ): + return + + if outage_value is None: + outage_value = OutageModel( + provider=provider, + region_name=region_name, + alerts=[exception.message], + deployment_ids=[deployment_id], + minor_alert_sent=False, + major_alert_sent=False, + last_updated_at=time.time(), + ) + + ## add to cache ## + await self.internal_usage_cache.async_set_cache( + key=_id, value=outage_value, ttl=self.alerting_args.outage_alert_ttl + ) + return + + outage_value["alerts"].append(exception.message) + outage_value["deployment_ids"].append(deployment_id) + outage_value["last_updated_at"] = time.time() + + ## MINOR OUTAGE ALERT SENT ## + if ( + outage_value["minor_alert_sent"] == False + and len(outage_value["alerts"]) + > self.alerting_args.minor_outage_alert_threshold + ): + msg = "{} {} is having a **Minor Service Outage**.\n\n**Errors**\n{}\n\nLast Check:{}".format( + provider, + region_name, + outage_value["alerts"], + outage_value["last_updated_at"], + ) + # send minor alert + _result_val = self.send_alert( + message=msg, level="Medium", alert_type="outage_alerts" + ) + if _result_val is not None: + await _result_val + # set to true + outage_value["minor_alert_sent"] = True + elif ( + outage_value["major_alert_sent"] == False + and len(outage_value["alerts"]) + > self.alerting_args.major_outage_alert_threshold + ): + msg = "{} {} is having a **Major Service Outage**.\n\n**Errors**\n{}\n\nLast Check:{}".format( + provider, + region_name, + outage_value["alerts"], + outage_value["last_updated_at"], + ) + # send minor alert + await self.send_alert(message=msg, level="High", alert_type="outage_alerts") + # set to true + outage_value["major_alert_sent"] = True + + ## update cache ## + await self.internal_usage_cache.async_set_cache(key=_id, value=outage_value) + async def model_added_alert( self, model_name: str, litellm_model_name: str, passed_model_info: Any ): @@ -745,10 +860,12 @@ Model Info: ``` """ - await self.send_alert( + alert_val = self.send_alert( message=message, level="Low", alert_type="new_model_added" ) - pass + + if alert_val is not None and asyncio.iscoroutine(alert_val): + await alert_val async def model_removed_alert(self, model_name: str): pass @@ -795,6 +912,7 @@ Model Info: "spend_reports", "new_model_added", "cooldown_deployment", + "outage_alerts", ], user_info: Optional[WebhookEvent] = None, **kwargs, @@ -910,18 +1028,55 @@ Model Info: async def async_log_failure_event(self, kwargs, response_obj, start_time, end_time): """Log failure + deployment latency""" - if "daily_reports" in self.alert_types: - model_id = ( - kwargs.get("litellm_params", {}).get("model_info", {}).get("id", "") - ) - await self.async_update_daily_reports( - DeploymentMetrics( - id=model_id, - failed_request=True, - latency_per_output_token=None, - updated_at=litellm.utils.get_utc_datetime(), + _litellm_params = kwargs.get("litellm_params", {}) + _model_info = _litellm_params.get("model_info", {}) or {} + model_id = _model_info.get("id", "") + try: + if "daily_reports" in self.alert_types: + try: + await self.async_update_daily_reports( + DeploymentMetrics( + id=model_id, + failed_request=True, + latency_per_output_token=None, + updated_at=litellm.utils.get_utc_datetime(), + ) + ) + except Exception as e: + verbose_logger.debug(f"Exception raises -{str(e)}") + + if "outage_alerts" in self.alert_types and isinstance( + kwargs.get("exception", ""), APIError + ): + _litellm_params = litellm.types.router.LiteLLM_Params( + model=kwargs.get("model", ""), + **kwargs.get("litellm_params", {}), + **kwargs.get("optional_params", {}), ) - ) + _region_name = litellm.utils._get_model_region( + custom_llm_provider=kwargs.get("custom_llm_provider", ""), + litellm_params=_litellm_params, + ) + # if region name not known, default to api base # + if _region_name is None: + _region_name = litellm.get_api_base( + model=kwargs.get("model", ""), + optional_params={ + **kwargs.get("litellm_params", {}), + **kwargs.get("optional_params", {}), + }, + ) + if _region_name is None: + _region_name = "" + + await self.outage_alerts( + provider=kwargs.get("custom_llm_provider", "") or "", + region_name=_region_name, + exception=kwargs["exception"], + deployment_id=model_id, + ) + except Exception as e: + pass async def _run_scheduler_helper(self, llm_router) -> bool: """ diff --git a/litellm/main.py b/litellm/main.py index dc4cf0001e..9ff474af1f 100644 --- a/litellm/main.py +++ b/litellm/main.py @@ -420,6 +420,8 @@ def mock_completion( api_key="mock-key", ) if isinstance(mock_response, Exception): + if isinstance(mock_response, openai.APIError): + raise mock_response raise litellm.APIError( status_code=500, # type: ignore message=str(mock_response), @@ -463,7 +465,9 @@ def mock_completion( return model_response - except: + except Exception as e: + if isinstance(e, openai.APIError): + raise e traceback.print_exc() raise Exception("Mock completion response failed") diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py index b22134dab3..33e2114c2d 100644 --- a/litellm/proxy/utils.py +++ b/litellm/proxy/utils.py @@ -42,7 +42,7 @@ import smtplib, re from email.mime.text import MIMEText from email.mime.multipart import MIMEMultipart from datetime import datetime, timedelta -from litellm.integrations.slack_alerting import SlackAlerting +from litellm.integrations.slack_alerting import SlackAlerting, AlertType from typing_extensions import overload @@ -78,19 +78,7 @@ class ProxyLogging: self.cache_control_check = _PROXY_CacheControlCheck() self.alerting: Optional[List] = None self.alerting_threshold: float = 300 # default to 5 min. threshold - self.alert_types: List[ - Literal[ - "llm_exceptions", - "llm_too_slow", - "llm_requests_hanging", - "budget_alerts", - "db_exceptions", - "daily_reports", - "spend_reports", - "cooldown_deployment", - "new_model_added", - ] - ] = [ + self.alert_types: List[AlertType] = [ "llm_exceptions", "llm_too_slow", "llm_requests_hanging", @@ -100,6 +88,7 @@ class ProxyLogging: "spend_reports", "cooldown_deployment", "new_model_added", + "outage_alerts", ] self.slack_alerting_instance = SlackAlerting( alerting_threshold=self.alerting_threshold, @@ -113,21 +102,7 @@ class ProxyLogging: alerting: Optional[List], alerting_threshold: Optional[float], redis_cache: Optional[RedisCache], - alert_types: Optional[ - List[ - Literal[ - "llm_exceptions", - "llm_too_slow", - "llm_requests_hanging", - "budget_alerts", - "db_exceptions", - "daily_reports", - "spend_reports", - "cooldown_deployment", - "new_model_added", - ] - ] - ] = None, + alert_types: Optional[List[AlertType]] = None, alerting_args: Optional[dict] = None, ): self.alerting = alerting diff --git a/litellm/tests/test_alerting.py b/litellm/tests/test_alerting.py index 2f8d7f3efd..7a4214bbd8 100644 --- a/litellm/tests/test_alerting.py +++ b/litellm/tests/test_alerting.py @@ -1,10 +1,11 @@ # What is this? ## Tests slack alerting on proxy logging object -import sys, json, uuid, random +import sys, json, uuid, random, httpx import os import io, asyncio from datetime import datetime, timedelta +from typing import Optional # import logging # logging.basicConfig(level=logging.DEBUG) @@ -23,6 +24,7 @@ from unittest.mock import AsyncMock import pytest from litellm.router import AlertingConfig, Router from litellm.proxy._types import CallInfo +from openai import APIError @pytest.mark.parametrize( @@ -495,3 +497,96 @@ async def test_webhook_alerting(alerting_type): user_info=user_info, ) mock_send_alert.assert_awaited_once() + + +@pytest.mark.parametrize( + "model, api_base, llm_provider, vertex_project, vertex_location", + [ + ("gpt-3.5-turbo", None, "openai", None, None), + ( + "azure/gpt-3.5-turbo", + "https://openai-gpt-4-test-v-1.openai.azure.com", + "azure", + None, + None, + ), + ("gemini-pro", None, "vertex_ai", "hardy-device-38811", "us-central1"), + ], +) +@pytest.mark.parametrize("error_code", [500, 408, 400]) +@pytest.mark.asyncio +async def test_outage_alerting_called( + model, api_base, llm_provider, vertex_project, vertex_location, error_code +): + """ + If call fails, outage alert is called + + If multiple calls fail, outage alert is sent + """ + slack_alerting = SlackAlerting(alerting=["webhook"]) + + litellm.callbacks = [slack_alerting] + + error_to_raise: Optional[APIError] = None + + if error_code == 400: + print("RAISING 400 ERROR CODE") + error_to_raise = litellm.BadRequestError( + message="this is a bad request", + model=model, + llm_provider=llm_provider, + ) + elif error_code == 408: + print("RAISING 408 ERROR CODE") + error_to_raise = litellm.Timeout( + message="A timeout occurred", model=model, llm_provider=llm_provider + ) + elif error_code == 500: + print("RAISING 500 ERROR CODE") + error_to_raise = litellm.ServiceUnavailableError( + message="API is unavailable", + model=model, + llm_provider=llm_provider, + response=httpx.Response( + status_code=503, + request=httpx.Request( + method="completion", + url="https://github.com/BerriAI/litellm", + ), + ), + ) + with patch.object( + slack_alerting, "outage_alerts", new=AsyncMock() + ) as mock_send_alert: + try: + await litellm.acompletion( + model=model, + messages=[{"role": "user", "content": "Hey!"}], + api_base=api_base, + vertex_location=vertex_location, + vertex_project=vertex_project, + mock_response=error_to_raise, + ) + except Exception as e: + pass + + mock_send_alert.assert_called_once() + + with patch.object(slack_alerting, "send_alert", new=AsyncMock()) as mock_send_alert: + for _ in range(3): + try: + await litellm.acompletion( + model=model, + messages=[{"role": "user", "content": "Hey!"}], + api_base=api_base, + vertex_location=vertex_location, + vertex_project=vertex_project, + mock_response=error_to_raise, + ) + except Exception as e: + pass + + if error_code == 500 or error_code == 408: + mock_send_alert.assert_called_once() + else: + mock_send_alert.assert_not_called() diff --git a/litellm/utils.py b/litellm/utils.py index 0f2a46f68d..1ed70a9428 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -8632,7 +8632,16 @@ def exception_type( ) elif hasattr(original_exception, "status_code"): exception_mapping_worked = True - if original_exception.status_code == 401: + if original_exception.status_code == 400: + exception_mapping_worked = True + raise BadRequestError( + message=f"{exception_provider} - {message}", + llm_provider=custom_llm_provider, + model=model, + response=original_exception.response, + litellm_debug_info=extra_information, + ) + elif original_exception.status_code == 401: exception_mapping_worked = True raise AuthenticationError( message=f"{exception_provider} - {message}", @@ -9145,6 +9154,7 @@ def exception_type( ), ), ) + if hasattr(original_exception, "status_code"): if original_exception.status_code == 400: exception_mapping_worked = True @@ -9825,7 +9835,16 @@ def exception_type( ) elif hasattr(original_exception, "status_code"): exception_mapping_worked = True - if original_exception.status_code == 401: + if original_exception.status_code == 400: + exception_mapping_worked = True + raise BadRequestError( + message=f"AzureException - {original_exception.message}", + llm_provider="azure", + model=model, + litellm_debug_info=extra_information, + response=original_exception.response, + ) + elif original_exception.status_code == 401: exception_mapping_worked = True raise AuthenticationError( message=f"AzureException - {original_exception.message}", @@ -9842,7 +9861,7 @@ def exception_type( litellm_debug_info=extra_information, llm_provider="azure", ) - if original_exception.status_code == 422: + elif original_exception.status_code == 422: exception_mapping_worked = True raise BadRequestError( message=f"AzureException - {original_exception.message}", From a8fb4e33d566d920eb7ecffbf5eb2da65dffc638 Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Fri, 24 May 2024 17:17:17 -0700 Subject: [PATCH 3/7] fix(slack_alerting.py): fixes for outage alerting --- litellm/integrations/slack_alerting.py | 131 +++++++++++++------------ litellm/tests/test_alerting.py | 29 ++++-- 2 files changed, 88 insertions(+), 72 deletions(-) diff --git a/litellm/integrations/slack_alerting.py b/litellm/integrations/slack_alerting.py index 0cea0fee2b..2a2ec4ab70 100644 --- a/litellm/integrations/slack_alerting.py +++ b/litellm/integrations/slack_alerting.py @@ -740,76 +740,81 @@ class SlackAlerting(CustomLogger): ttl = 1hr max_alerts_size = 10 """ - _id = provider + region_name + try: - outage_value: Optional[OutageModel] = await self.internal_usage_cache.async_get_cache(key=_id) # type: ignore + _id = provider + region_name - if ( - getattr(exception, "status_code", None) is not None - and exception.status_code != 408 # type: ignore - and exception.status_code < 500 # type: ignore - ): - return + outage_value: Optional[OutageModel] = await self.internal_usage_cache.async_get_cache(key=_id) # type: ignore - if outage_value is None: - outage_value = OutageModel( - provider=provider, - region_name=region_name, - alerts=[exception.message], - deployment_ids=[deployment_id], - minor_alert_sent=False, - major_alert_sent=False, - last_updated_at=time.time(), - ) + if ( + getattr(exception, "status_code", None) is not None + and exception.status_code != 408 # type: ignore + and exception.status_code < 500 # type: ignore + ): + return - ## add to cache ## - await self.internal_usage_cache.async_set_cache( - key=_id, value=outage_value, ttl=self.alerting_args.outage_alert_ttl - ) - return + if outage_value is None: + outage_value = OutageModel( + provider=provider, + region_name=region_name, + alerts=[exception.message], + deployment_ids=[deployment_id], + minor_alert_sent=False, + major_alert_sent=False, + last_updated_at=time.time(), + ) - outage_value["alerts"].append(exception.message) - outage_value["deployment_ids"].append(deployment_id) - outage_value["last_updated_at"] = time.time() + ## add to cache ## + await self.internal_usage_cache.async_set_cache( + key=_id, value=outage_value, ttl=self.alerting_args.outage_alert_ttl + ) + return - ## MINOR OUTAGE ALERT SENT ## - if ( - outage_value["minor_alert_sent"] == False - and len(outage_value["alerts"]) - > self.alerting_args.minor_outage_alert_threshold - ): - msg = "{} {} is having a **Minor Service Outage**.\n\n**Errors**\n{}\n\nLast Check:{}".format( - provider, - region_name, - outage_value["alerts"], - outage_value["last_updated_at"], - ) - # send minor alert - _result_val = self.send_alert( - message=msg, level="Medium", alert_type="outage_alerts" - ) - if _result_val is not None: - await _result_val - # set to true - outage_value["minor_alert_sent"] = True - elif ( - outage_value["major_alert_sent"] == False - and len(outage_value["alerts"]) - > self.alerting_args.major_outage_alert_threshold - ): - msg = "{} {} is having a **Major Service Outage**.\n\n**Errors**\n{}\n\nLast Check:{}".format( - provider, - region_name, - outage_value["alerts"], - outage_value["last_updated_at"], - ) - # send minor alert - await self.send_alert(message=msg, level="High", alert_type="outage_alerts") - # set to true - outage_value["major_alert_sent"] = True + outage_value["alerts"].append(exception.message) + outage_value["deployment_ids"].append(deployment_id) + outage_value["last_updated_at"] = time.time() + ## MINOR OUTAGE ALERT SENT ## + if ( + outage_value["minor_alert_sent"] == False + and len(outage_value["alerts"]) + >= self.alerting_args.minor_outage_alert_threshold + ): + msg = "{} {} is having a **Minor Service Outage**.\n\n**Errors**\n{}\n\nLast Check:{}".format( + provider, + region_name, + outage_value["alerts"], + outage_value["last_updated_at"], + ) + # send minor alert + _result_val = self.send_alert( + message=msg, level="Medium", alert_type="outage_alerts" + ) + if _result_val is not None: + await _result_val + # set to true + outage_value["minor_alert_sent"] = True + elif ( + outage_value["major_alert_sent"] == False + and len(outage_value["alerts"]) + >= self.alerting_args.major_outage_alert_threshold + ): + msg = "{} {} is having a **Major Service Outage**.\n\n**Errors**\n{}\n\nLast Check:{}".format( + provider, + region_name, + outage_value["alerts"], + outage_value["last_updated_at"], + ) + # send minor alert + await self.send_alert( + message=msg, level="High", alert_type="outage_alerts" + ) + # set to true + outage_value["major_alert_sent"] = True - ## update cache ## - await self.internal_usage_cache.async_set_cache(key=_id, value=outage_value) + ## update cache ## + await self.internal_usage_cache.async_set_cache(key=_id, value=outage_value) + except Exception as e: + pass async def model_added_alert( self, model_name: str, litellm_model_name: str, passed_model_info: Any diff --git a/litellm/tests/test_alerting.py b/litellm/tests/test_alerting.py index 7a4214bbd8..703d261370 100644 --- a/litellm/tests/test_alerting.py +++ b/litellm/tests/test_alerting.py @@ -555,16 +555,30 @@ async def test_outage_alerting_called( ), ), ) + + router = Router( + model_list=[ + { + "model_name": model, + "litellm_params": { + "model": model, + "api_key": os.getenv("AZURE_API_KEY"), + "api_base": api_base, + "vertex_location": vertex_location, + "vertex_project": vertex_project, + }, + } + ], + num_retries=0, + allowed_fails=100, + ) with patch.object( slack_alerting, "outage_alerts", new=AsyncMock() ) as mock_send_alert: try: - await litellm.acompletion( + await router.acompletion( model=model, messages=[{"role": "user", "content": "Hey!"}], - api_base=api_base, - vertex_location=vertex_location, - vertex_project=vertex_project, mock_response=error_to_raise, ) except Exception as e: @@ -575,17 +589,14 @@ async def test_outage_alerting_called( with patch.object(slack_alerting, "send_alert", new=AsyncMock()) as mock_send_alert: for _ in range(3): try: - await litellm.acompletion( + await router.acompletion( model=model, messages=[{"role": "user", "content": "Hey!"}], - api_base=api_base, - vertex_location=vertex_location, - vertex_project=vertex_project, mock_response=error_to_raise, ) except Exception as e: pass - + await asyncio.sleep(3) if error_code == 500 or error_code == 408: mock_send_alert.assert_called_once() else: From 4536ed6f6e2055c43e91a52dd820d12a46369b9e Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Fri, 24 May 2024 19:10:33 -0700 Subject: [PATCH 4/7] feat(slack_alerting.py): refactor region outage alerting to do model based alerting instead Unable to extract azure region from api base, makes sense to start with model alerting and then move to region --- litellm/integrations/slack_alerting.py | 129 +++++++++++++++++------- litellm/main.py | 1 + litellm/proxy/_super_secret_config.yaml | 6 +- litellm/proxy/proxy_server.py | 8 +- litellm/router.py | 14 +-- litellm/tests/test_alerting.py | 2 + litellm/utils.py | 10 +- 7 files changed, 119 insertions(+), 51 deletions(-) diff --git a/litellm/integrations/slack_alerting.py b/litellm/integrations/slack_alerting.py index 2a2ec4ab70..1a8eef24d3 100644 --- a/litellm/integrations/slack_alerting.py +++ b/litellm/integrations/slack_alerting.py @@ -23,9 +23,8 @@ import litellm.types.router class OutageModel(TypedDict): - provider: str - region_name: str - alerts: List[str] + model_id: str + alerts: List[int] deployment_ids: List[str] minor_alert_sent: bool major_alert_sent: bool @@ -146,6 +145,7 @@ class SlackAlerting(CustomLogger): self.is_running = False self.alerting_args = SlackAlertingArgs(**alerting_args) self.default_webhook_url = default_webhook_url + self.llm_router: Optional[litellm.Router] = None def update_values( self, @@ -154,6 +154,7 @@ class SlackAlerting(CustomLogger): alert_types: Optional[List] = None, alert_to_webhook_url: Optional[Dict] = None, alerting_args: Optional[Dict] = None, + llm_router: Optional[litellm.Router] = None, ): if alerting is not None: self.alerting = alerting @@ -169,6 +170,8 @@ class SlackAlerting(CustomLogger): self.alert_to_webhook_url = alert_to_webhook_url else: self.alert_to_webhook_url.update(alert_to_webhook_url) + if llm_router is not None: + self.llm_router = llm_router async def deployment_in_cooldown(self): pass @@ -718,21 +721,42 @@ class SlackAlerting(CustomLogger): return return + def _count_outage_alerts(self, alerts: List[int]) -> str: + """ + Parameters: + - alerts: List[int] -> list of error codes (either 408 or 500+) + + Returns: + - str -> formatted string. This is an alert message, giving a human-friendly description of the errors. + """ + error_breakdown = {"Timeout Errors": 0, "API Errors": 0, "Unknown Errors": 0} + for alert in alerts: + if alert == 408: + error_breakdown["Timeout Errors"] += 1 + elif alert >= 500: + error_breakdown["API Errors"] += 1 + else: + error_breakdown["Unknown Errors"] += 1 + + error_msg = "" + for key, value in error_breakdown.items(): + if value > 0: + error_msg += "\n{}: {}\n".format(key, value) + + return error_msg + async def outage_alerts( self, - provider: str, - region_name: str, exception: APIError, deployment_id: str, ) -> None: """ - Send slack alert if provider region (e.g. azure east-us-1) is having an outage (408 or >500 errors). + Send slack alert if model is badly configured / having an outage (408, 401, 429, >=500). - key = (provider + region) + key = model_id value = { - - provider - - region + - model_id - threshold - alerts [] } @@ -741,23 +765,37 @@ class SlackAlerting(CustomLogger): max_alerts_size = 10 """ try: - - _id = provider + region_name - - outage_value: Optional[OutageModel] = await self.internal_usage_cache.async_get_cache(key=_id) # type: ignore - + outage_value: Optional[OutageModel] = await self.internal_usage_cache.async_get_cache(key=deployment_id) # type: ignore if ( - getattr(exception, "status_code", None) is not None - and exception.status_code != 408 # type: ignore - and exception.status_code < 500 # type: ignore + getattr(exception, "status_code", None) is None + or ( + exception.status_code != 408 # type: ignore + and exception.status_code < 500 # type: ignore + ) + or self.llm_router is None ): return + ### EXTRACT MODEL DETAILS ### + deployment = self.llm_router.get_deployment(model_id=deployment_id) + if deployment is None: + return + + model = deployment.litellm_params.model + provider = deployment.litellm_params.custom_llm_provider + if provider is None: + try: + model, provider, _, _ = litellm.get_llm_provider(model=model) + except Exception as e: + provider = "" + api_base = litellm.get_api_base( + model=model, optional_params=deployment.litellm_params + ) + if outage_value is None: outage_value = OutageModel( - provider=provider, - region_name=region_name, - alerts=[exception.message], + model_id=deployment_id, + alerts=[exception.status_code], # type: ignore deployment_ids=[deployment_id], minor_alert_sent=False, major_alert_sent=False, @@ -766,25 +804,35 @@ class SlackAlerting(CustomLogger): ## add to cache ## await self.internal_usage_cache.async_set_cache( - key=_id, value=outage_value, ttl=self.alerting_args.outage_alert_ttl + key=deployment_id, + value=outage_value, + ttl=self.alerting_args.outage_alert_ttl, ) return - outage_value["alerts"].append(exception.message) + outage_value["alerts"].append(exception.status_code) # type: ignore outage_value["deployment_ids"].append(deployment_id) outage_value["last_updated_at"] = time.time() + ## MINOR OUTAGE ALERT SENT ## if ( outage_value["minor_alert_sent"] == False and len(outage_value["alerts"]) >= self.alerting_args.minor_outage_alert_threshold ): - msg = "{} {} is having a **Minor Service Outage**.\n\n**Errors**\n{}\n\nLast Check:{}".format( - provider, - region_name, - outage_value["alerts"], - outage_value["last_updated_at"], - ) + msg = f"""\n\n +*⚠️ Minor Service Outage* + +*Model Name:* `{model}` +*Provider:* `{provider}` +*API Base:* `{api_base}` + +*Errors:* +{self._count_outage_alerts(alerts=outage_value["alerts"])} + + +*Last Check:* `{round(time.time() - outage_value["last_updated_at"], 4)}s ago`\n\n +""" # send minor alert _result_val = self.send_alert( message=msg, level="Medium", alert_type="outage_alerts" @@ -798,12 +846,19 @@ class SlackAlerting(CustomLogger): and len(outage_value["alerts"]) >= self.alerting_args.major_outage_alert_threshold ): - msg = "{} {} is having a **Major Service Outage**.\n\n**Errors**\n{}\n\nLast Check:{}".format( - provider, - region_name, - outage_value["alerts"], - outage_value["last_updated_at"], - ) + msg = f"""\n\n +*⚠️ Major Service Outage* + +*Model Name:* `{model}` +*Provider:* `{provider}` +*API Base:* `{api_base}` + +*Errors:* +{self._count_outage_alerts(alerts=outage_value["alerts"])} + + +*Last Check:* `{round(time.time() - outage_value["last_updated_at"], 4)}s ago`\n\n +""" # send minor alert await self.send_alert( message=msg, level="High", alert_type="outage_alerts" @@ -812,7 +867,9 @@ class SlackAlerting(CustomLogger): outage_value["major_alert_sent"] = True ## update cache ## - await self.internal_usage_cache.async_set_cache(key=_id, value=outage_value) + await self.internal_usage_cache.async_set_cache( + key=deployment_id, value=outage_value + ) except Exception as e: pass @@ -1075,8 +1132,6 @@ Model Info: _region_name = "" await self.outage_alerts( - provider=kwargs.get("custom_llm_provider", "") or "", - region_name=_region_name, exception=kwargs["exception"], deployment_id=model_id, ) diff --git a/litellm/main.py b/litellm/main.py index 9ff474af1f..7e6919f0ea 100644 --- a/litellm/main.py +++ b/litellm/main.py @@ -868,6 +868,7 @@ def completion( user=user, optional_params=optional_params, litellm_params=litellm_params, + custom_llm_provider=custom_llm_provider, ) if mock_response: return mock_completion( diff --git a/litellm/proxy/_super_secret_config.yaml b/litellm/proxy/_super_secret_config.yaml index 105e00e18f..290f2fd70c 100644 --- a/litellm/proxy/_super_secret_config.yaml +++ b/litellm/proxy/_super_secret_config.yaml @@ -24,7 +24,7 @@ litellm_settings: general_settings: alerting: ["slack"] - alerting_args: - report_check_interval: 10 - enable_jwt_auth: True + # alerting_args: + # report_check_interval: 10 + # enable_jwt_auth: True diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index d9c85623a8..9a0fe07fec 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -3007,7 +3007,7 @@ class ProxyConfig: general_settings["alert_types"] = _general_settings["alert_types"] proxy_logging_obj.alert_types = general_settings["alert_types"] proxy_logging_obj.slack_alerting_instance.update_values( - alert_types=general_settings["alert_types"] + alert_types=general_settings["alert_types"], llm_router=llm_router ) if "alert_to_webhook_url" in _general_settings: @@ -3015,7 +3015,8 @@ class ProxyConfig: "alert_to_webhook_url" ] proxy_logging_obj.slack_alerting_instance.update_values( - alert_to_webhook_url=general_settings["alert_to_webhook_url"] + alert_to_webhook_url=general_settings["alert_to_webhook_url"], + llm_router=llm_router, ) async def _update_general_settings(self, db_general_settings: Optional[Json]): @@ -3583,6 +3584,9 @@ async def startup_event(): ## Error Tracking ## error_tracking() + ## UPDATE SLACK ALERTING ## + proxy_logging_obj.slack_alerting_instance.update_values(llm_router=llm_router) + db_writer_client = HTTPHandler() proxy_logging_obj._init_litellm_callbacks() # INITIALIZE LITELLM CALLBACKS ON SERVER STARTUP <- do this to catch any logging errors on startup, not when calls are being made diff --git a/litellm/router.py b/litellm/router.py index 4c33610515..d9563877cc 100644 --- a/litellm/router.py +++ b/litellm/router.py @@ -3876,13 +3876,13 @@ class Router: _api_base = litellm.get_api_base( model=_model_name, optional_params=temp_litellm_params ) - asyncio.create_task( - proxy_logging_obj.slack_alerting_instance.send_alert( - message=f"Router: Cooling down Deployment:\nModel Name: `{_model_name}`\nAPI Base: `{_api_base}`\nCooldown Time: `{cooldown_time} seconds`\nException Status Code: `{str(exception_status)}`\n\nChange 'cooldown_time' + 'allowed_fails' under 'Router Settings' on proxy UI, or via config - https://docs.litellm.ai/docs/proxy/reliability#fallbacks--retries--timeouts--cooldowns", - alert_type="cooldown_deployment", - level="Low", - ) - ) + # asyncio.create_task( + # proxy_logging_obj.slack_alerting_instance.send_alert( + # message=f"Router: Cooling down Deployment:\nModel Name: `{_model_name}`\nAPI Base: `{_api_base}`\nCooldown Time: `{cooldown_time} seconds`\nException Status Code: `{str(exception_status)}`\n\nChange 'cooldown_time' + 'allowed_fails' under 'Router Settings' on proxy UI, or via config - https://docs.litellm.ai/docs/proxy/reliability#fallbacks--retries--timeouts--cooldowns", + # alert_type="cooldown_deployment", + # level="Low", + # ) + # ) except Exception as e: pass diff --git a/litellm/tests/test_alerting.py b/litellm/tests/test_alerting.py index 703d261370..b3292904ab 100644 --- a/litellm/tests/test_alerting.py +++ b/litellm/tests/test_alerting.py @@ -572,6 +572,8 @@ async def test_outage_alerting_called( num_retries=0, allowed_fails=100, ) + + slack_alerting.update_values(llm_router=router) with patch.object( slack_alerting, "outage_alerts", new=AsyncMock() ) as mock_send_alert: diff --git a/litellm/utils.py b/litellm/utils.py index 1ed70a9428..8ef5276420 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -6286,7 +6286,9 @@ def get_model_region( return None -def get_api_base(model: str, optional_params: dict) -> Optional[str]: +def get_api_base( + model: str, optional_params: Union[dict, LiteLLM_Params] +) -> Optional[str]: """ Returns the api base used for calling the model. @@ -6306,7 +6308,9 @@ def get_api_base(model: str, optional_params: dict) -> Optional[str]: """ try: - if "model" in optional_params: + if isinstance(optional_params, LiteLLM_Params): + _optional_params = optional_params + elif "model" in optional_params: _optional_params = LiteLLM_Params(**optional_params) else: # prevent needing to copy and pop the dict _optional_params = LiteLLM_Params( @@ -6699,6 +6703,8 @@ def get_llm_provider( Returns the provider for a given model name - e.g. 'azure/chatgpt-v-2' -> 'azure' For router -> Can also give the whole litellm param dict -> this function will extract the relevant details + + Raises Error - if unable to map model to a provider """ try: ## IF LITELLM PARAMS GIVEN ## From 41f1cb1eb630d9f0f211e4a44ca5aec594d610fb Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Fri, 24 May 2024 19:12:09 -0700 Subject: [PATCH 5/7] fix(factory.py): fix linting error --- litellm/llms/prompt_templates/factory.py | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/litellm/llms/prompt_templates/factory.py b/litellm/llms/prompt_templates/factory.py index d86c19c5cb..41ecb486ce 100644 --- a/litellm/llms/prompt_templates/factory.py +++ b/litellm/llms/prompt_templates/factory.py @@ -126,7 +126,7 @@ def convert_to_ollama_image(openai_image_url: str): else: base64_data = openai_image_url - return base64_data; + return base64_data except Exception as e: if "Error: Unable to fetch image from URL" in str(e): raise e @@ -134,6 +134,7 @@ def convert_to_ollama_image(openai_image_url: str): """Image url not in expected format. Example Expected input - "image_url": "data:image/jpeg;base64,{base64_image}". """ ) + def ollama_pt( model, messages ): # https://github.com/ollama/ollama/blob/af4cf55884ac54b9e637cd71dadfe9b7a5685877/docs/modelfile.md#template @@ -166,7 +167,9 @@ def ollama_pt( if element["type"] == "text": prompt += element["text"] elif element["type"] == "image_url": - base64_image = convert_to_ollama_image(element["image_url"]["url"]) + base64_image = convert_to_ollama_image( + element["image_url"]["url"] + ) images.append(base64_image) return {"prompt": prompt, "images": images} else: @@ -1528,11 +1531,12 @@ def _gemini_vision_convert_messages(messages: list): raise Exception( "gemini image conversion failed please run `pip install Pillow`" ) - + if "base64" in img: # Case 2: Base64 image data import base64 import io + # Extract the base64 image data base64_data = img.split("base64,")[1] From d2d5e2d389f4394a6ed8a3176e0d276a12e2fcd5 Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Fri, 24 May 2024 20:04:15 -0700 Subject: [PATCH 6/7] feat(ui): settings.tsx enable/disable outage alerts on admin ui --- litellm/integrations/slack_alerting.py | 20 +- litellm/proxy/_experimental/out/404.html | 2 +- .../chunks/app/layout-235f9f140e0f64da.js | 1 + .../chunks/app/layout-616577b9ef1fa19e.js | 1 - ...31c3870082.js => page-7219129f052f09c7.js} | 2 +- ...64cd999.js => webpack-3cc604e175425ddd.js} | 2 +- ...fe7af2014a1c2.css => 9e367ab966b14e29.css} | 4 +- .../_buildManifest.js | 0 .../_ssgManifest.js | 0 litellm/proxy/_experimental/out/index.html | 2 +- litellm/proxy/_experimental/out/index.txt | 4 +- litellm/proxy/_super_secret_config.yaml | 71 ++- litellm/proxy/_types.py | 25 +- litellm/proxy/proxy_server.py | 98 ++-- litellm/proxy/utils.py | 15 +- ui/litellm-dashboard/out/404.html | 2 +- ui/litellm-dashboard/out/index.html | 2 +- ui/litellm-dashboard/out/index.txt | 4 +- .../src/components/settings.tsx | 510 ++++++++++-------- 19 files changed, 410 insertions(+), 355 deletions(-) create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/layout-235f9f140e0f64da.js delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/layout-616577b9ef1fa19e.js rename litellm/proxy/_experimental/out/_next/static/chunks/app/{page-9547f131c3870082.js => page-7219129f052f09c7.js} (72%) rename litellm/proxy/_experimental/out/_next/static/chunks/{webpack-f7340db8b64cd999.js => webpack-3cc604e175425ddd.js} (98%) rename litellm/proxy/_experimental/out/_next/static/css/{103fe7af2014a1c2.css => 9e367ab966b14e29.css} (99%) rename litellm/proxy/_experimental/out/_next/static/{9Kn8POydvrC2EQ8cCUuvp => x4G9dq-RO3w0GR_CKU40g}/_buildManifest.js (100%) rename litellm/proxy/_experimental/out/_next/static/{9Kn8POydvrC2EQ8cCUuvp => x4G9dq-RO3w0GR_CKU40g}/_ssgManifest.js (100%) diff --git a/litellm/integrations/slack_alerting.py b/litellm/integrations/slack_alerting.py index 64cc86549b..608e0113cf 100644 --- a/litellm/integrations/slack_alerting.py +++ b/litellm/integrations/slack_alerting.py @@ -1,7 +1,7 @@ #### What this does #### # Class for sending Slack Alerts # import dotenv, os, traceback -from litellm.proxy._types import UserAPIKeyAuth, CallInfo +from litellm.proxy._types import UserAPIKeyAuth, CallInfo, AlertType from litellm._logging import verbose_logger, verbose_proxy_logger import litellm, threading from typing import List, Literal, Any, Union, Optional, Dict @@ -31,20 +31,6 @@ class OutageModel(TypedDict): last_updated_at: float -AlertType = Literal[ - "llm_exceptions", - "llm_too_slow", - "llm_requests_hanging", - "budget_alerts", - "db_exceptions", - "daily_reports", - "spend_reports", - "cooldown_deployment", - "new_model_added", - "outage_alerts", -] - - class LiteLLMBase(BaseModel): """ Implements default functions, all pydantic objects should have. @@ -65,8 +51,8 @@ class SlackAlertingArgs(LiteLLMBase): ) report_check_interval: int = 5 * 60 # 5 minutes budget_alert_ttl: int = 24 * 60 * 60 # 24 hours - outage_alert_ttl: int = 1 * 60 * 60 # 1 hour - minor_outage_alert_threshold: int = 3 + outage_alert_ttl: int = 1 * 60 # 1 minute ttl + minor_outage_alert_threshold: int = 5 major_outage_alert_threshold: int = 10 max_outage_alert_list_size: int = 10 # prevent memory leak diff --git a/litellm/proxy/_experimental/out/404.html b/litellm/proxy/_experimental/out/404.html index 6ab2328d39..d63734d4b4 100644 --- a/litellm/proxy/_experimental/out/404.html +++ b/litellm/proxy/_experimental/out/404.html @@ -1 +1 @@ -404: This page could not be found.LiteLLM Dashboard

404

This page could not be found.

\ No newline at end of file +404: This page could not be found.LiteLLM Dashboard

404

This page could not be found.

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daily_reports: https://hooks.slack.com/services/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 + db_exceptions: https://hooks.slack.com/services/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 + llm_exceptions: https://hooks.slack.com/services/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 + llm_requests_hanging: https://hooks.slack.com/services/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 + llm_too_slow: https://hooks.slack.com/services/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 + outage_alerts: https://hooks.slack.com/services/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 + alert_types: + - llm_exceptions + - llm_too_slow + - llm_requests_hanging + - budget_alerts + - db_exceptions + - daily_reports + - spend_reports + - cooldown_deployment + - new_model_added + - outage_alerts + alerting: + - slack + database_connection_pool_limit: 100 + database_connection_timeout: 60 + health_check_interval: 300 + ui_access_mode: all +litellm_settings: + json_logs: true model_list: - - model_name: gpt-3.5-turbo-fake-model - litellm_params: - model: openai/my-fake-model - api_base: http://0.0.0.0:8080 - api_key: "" - - model_name: gpt-3.5-turbo - litellm_params: - model: azure/gpt-35-turbo - api_base: https://my-endpoint-europe-berri-992.openai.azure.com/ - api_key: os.environ/AZURE_EUROPE_API_KEY - - model_name: gpt-3.5-turbo - litellm_params: - model: azure/chatgpt-v-2 - api_base: https://openai-gpt-4-test-v-1.openai.azure.com/ - api_version: "2023-05-15" - api_key: os.environ/AZURE_API_KEY # The `os.environ/` prefix tells litellm to read this from the env. See https://docs.litellm.ai/docs/simple_proxy#load-api-keys-from-vault - +- litellm_params: + api_base: http://0.0.0.0:8080 + api_key: '' + model: openai/my-fake-model + model_name: gpt-3.5-turbo-fake-model +- litellm_params: + api_base: https://my-endpoint-europe-berri-992.openai.azure.com/ + api_key: os.environ/AZURE_EUROPE_API_KEY + model: azure/gpt-35-turbo + model_name: gpt-3.5-turbo +- litellm_params: + api_base: https://openai-gpt-4-test-v-1.openai.azure.com/ + api_key: os.environ/AZURE_API_KEY + api_version: '2023-05-15' + model: azure/chatgpt-v-2 + model_name: gpt-3.5-turbo router_settings: enable_pre_call_checks: true - -litellm_settings: - json_logs: True - -general_settings: - alerting: ["slack"] - # alerting_args: - # report_check_interval: 10 - # enable_jwt_auth: True - diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index 6081d8fbac..b2c3879431 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -7,6 +7,19 @@ import uuid, json, sys, os from litellm.types.router import UpdateRouterConfig from litellm.types.utils import ProviderField +AlertType = Literal[ + "llm_exceptions", + "llm_too_slow", + "llm_requests_hanging", + "budget_alerts", + "db_exceptions", + "daily_reports", + "spend_reports", + "cooldown_deployment", + "new_model_added", + "outage_alerts", +] + def hash_token(token: str): import hashlib @@ -855,17 +868,7 @@ class ConfigGeneralSettings(LiteLLMBase): None, description="List of alerting integrations. Today, just slack - `alerting: ['slack']`", ) - alert_types: Optional[ - List[ - Literal[ - "llm_exceptions", - "llm_too_slow", - "llm_requests_hanging", - "budget_alerts", - "db_exceptions", - ] - ] - ] = Field( + alert_types: Optional[List[AlertType]] = Field( None, description="List of alerting types. By default it is all alerts", ) diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index f0b1b17b04..fb7b65072e 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -484,9 +484,9 @@ async def user_api_key_auth( verbose_proxy_logger.debug("is_jwt: %s", is_jwt) if is_jwt: # check if valid token - valid_token = await jwt_handler.auth_jwt(token=api_key) + jwt_valid_token: dict = await jwt_handler.auth_jwt(token=api_key) # get scopes - scopes = jwt_handler.get_scopes(token=valid_token) + scopes = jwt_handler.get_scopes(token=jwt_valid_token) # check if admin is_admin = jwt_handler.is_admin(scopes=scopes) @@ -509,7 +509,9 @@ async def user_api_key_auth( f"Admin not allowed to access this route. Route={route}, Allowed Routes={actual_routes}" ) # get team id - team_id = jwt_handler.get_team_id(token=valid_token, default_value=None) + team_id = jwt_handler.get_team_id( + token=jwt_valid_token, default_value=None + ) if team_id is None and jwt_handler.is_required_team_id() == True: raise Exception( @@ -539,7 +541,9 @@ async def user_api_key_auth( ) # [OPTIONAL] track spend for an org id - `LiteLLM_OrganizationTable` - org_id = jwt_handler.get_org_id(token=valid_token, default_value=None) + org_id = jwt_handler.get_org_id( + token=jwt_valid_token, default_value=None + ) if org_id is not None: _ = await get_org_object( org_id=org_id, @@ -548,7 +552,9 @@ async def user_api_key_auth( ) # [OPTIONAL] track spend against an internal employee - `LiteLLM_UserTable` user_object = None - user_id = jwt_handler.get_user_id(token=valid_token, default_value=None) + user_id = jwt_handler.get_user_id( + token=jwt_valid_token, default_value=None + ) if user_id is not None: # get the user object user_object = await get_user_object( @@ -561,7 +567,7 @@ async def user_api_key_auth( # [OPTIONAL] track spend against an external user - `LiteLLM_EndUserTable` end_user_object = None end_user_id = jwt_handler.get_end_user_id( - token=valid_token, default_value=None + token=jwt_valid_token, default_value=None ) if end_user_id is not None: # get the end-user object @@ -595,7 +601,7 @@ async def user_api_key_auth( user_id=litellm_proxy_admin_name, max_budget=litellm.max_budget, spend=global_proxy_spend, - token=valid_token["token"], + token=jwt_valid_token["token"], ) asyncio.create_task( proxy_logging_obj.budget_alerts( @@ -693,7 +699,9 @@ async def user_api_key_auth( ### CHECK IF ADMIN ### # note: never string compare api keys, this is vulenerable to a time attack. Use secrets.compare_digest instead ## Check CACHE - valid_token = user_api_key_cache.get_cache(key=hash_token(api_key)) + valid_token: Optional[UserAPIKeyAuth] = user_api_key_cache.get_cache( + key=hash_token(api_key) + ) if ( valid_token is not None and isinstance(valid_token, UserAPIKeyAuth) @@ -762,23 +770,19 @@ async def user_api_key_auth( original_api_key = api_key # (Patch: For DynamoDB Backwards Compatibility) if api_key.startswith("sk-"): api_key = hash_token(token=api_key) - valid_token = user_api_key_cache.get_cache(key=api_key) + valid_token: Optional[UserAPIKeyAuth] = user_api_key_cache.get_cache( # type: ignore + key=api_key + ) if valid_token is None: ## check db verbose_proxy_logger.debug("api key: %s", api_key) if prisma_client is not None: - valid_token = await prisma_client.get_data( + _valid_token: Optional[BaseModel] = await prisma_client.get_data( token=api_key, table_name="combined_view" ) - elif custom_db_client is not None: - try: - valid_token = await custom_db_client.get_data( - key=api_key, table_name="key" - ) - except: - # (Patch: For DynamoDB Backwards Compatibility) - valid_token = await custom_db_client.get_data( - key=original_api_key, table_name="key" + if _valid_token is not None: + valid_token = UserAPIKeyAuth( + **_valid_token.model_dump(exclude_none=True) ) verbose_proxy_logger.debug("Token from db: %s", valid_token) elif valid_token is not None and isinstance(valid_token, UserAPIKeyAuth): @@ -793,8 +797,8 @@ async def user_api_key_auth( "allowed_model_region" ) - user_id_information = None - if valid_token: + user_id_information: Optional[List] = None + if valid_token is not None: # Got Valid Token from Cache, DB # Run checks for # 1. If token can call model @@ -915,16 +919,13 @@ async def user_api_key_auth( table_name="user", query_type="find_all", ) - for _id in user_id_information: - await user_api_key_cache.async_set_cache( - key=_id["user_id"], - value=_id, - ttl=UserAPIKeyCacheTTLEnum.user_information_cache.value, - ) - if custom_db_client is not None: - user_id_information = await custom_db_client.get_data( - key=valid_token.user_id, table_name="user" - ) + if user_id_information is not None: + for _id in user_id_information: + await user_api_key_cache.async_set_cache( + key=_id["user_id"], + value=_id, + ttl=UserAPIKeyCacheTTLEnum.user_information_cache.value, + ) verbose_proxy_logger.debug( f"user_id_information: {user_id_information}" @@ -1067,12 +1068,13 @@ async def user_api_key_auth( # collect information for alerting # #################################### - user_email = None + user_email: Optional[str] = None # Check if the token has any user id information if user_id_information is not None: - if isinstance(user_id_information, list): - user_id_information = user_id_information[0] - user_email = user_id_information.get("user_email", None) + specific_user_id_information = user_id_information[0] + _user_email = specific_user_id_information.get("user_email", None) + if _user_email is not None: + user_email = str(_user_email) call_info = CallInfo( token=valid_token.token, @@ -1229,24 +1231,11 @@ async def user_api_key_auth( value=valid_token, ttl=UserAPIKeyCacheTTLEnum.key_information_cache.value, ) - valid_token_dict = _get_pydantic_json_dict(valid_token) + valid_token_dict = valid_token.model_dump(exclude_none=True) valid_token_dict.pop("token", None) if _end_user_object is not None: valid_token_dict.update(end_user_params) - """ - asyncio create task to update the user api key cache with the user db table as well - - This makes the user row data accessible to pre-api call hooks. - """ - if custom_db_client is not None: - asyncio.create_task( - _cache_user_row( - user_id=valid_token.user_id, - cache=user_api_key_cache, - db=custom_db_client, - ) - ) if not _is_user_proxy_admin(user_id_information): # if non-admin if route in LiteLLMRoutes.openai_routes.value: @@ -9633,7 +9622,7 @@ async def google_login(request: Request): ) ####### Detect DB + MASTER KEY in .env ####### - if prisma_client is None and master_key is None: + if prisma_client is None or master_key is None: from fastapi.responses import HTMLResponse return HTMLResponse(content=missing_keys_html_form, status_code=200) @@ -10760,7 +10749,10 @@ async def get_config(): } ) - _router_settings = llm_router.get_settings() + if llm_router is None: + _router_settings = {} + else: + _router_settings = llm_router.get_settings() return { "status": "success", "callbacks": _data_to_return, @@ -10950,6 +10942,10 @@ async def health_services_endpoint( test_message = f"Budget Alert test alert" elif alert_type == "db_exceptions": test_message = f"DB Exception test alert" + elif alert_type == "outage_alerts": + test_message = f"Outage Alert Exception test alert" + elif alert_type == "daily_reports": + test_message = f"Daily Reports test alert" await proxy_logging_obj.alerting_handler( message=test_message, level="Low", alert_type=alert_type diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py index ed2d03988e..fd2001b04e 100644 --- a/litellm/proxy/utils.py +++ b/litellm/proxy/utils.py @@ -12,6 +12,7 @@ from litellm.proxy._types import ( LiteLLM_TeamTable, Member, CallInfo, + AlertType, ) from litellm.caching import DualCache, RedisCache from litellm.router import Deployment, ModelInfo, LiteLLM_Params @@ -42,7 +43,7 @@ import smtplib, re from email.mime.text import MIMEText from email.mime.multipart import MIMEMultipart from datetime import datetime, timedelta -from litellm.integrations.slack_alerting import SlackAlerting, AlertType +from litellm.integrations.slack_alerting import SlackAlerting from typing_extensions import overload @@ -2566,13 +2567,13 @@ def _is_valid_team_configs(team_id=None, team_config=None, request_data=None): return -def _is_user_proxy_admin(user_id_information=None): - if ( - user_id_information == None - or len(user_id_information) == 0 - or user_id_information[0] == None - ): +def _is_user_proxy_admin(user_id_information: Optional[list]): + if user_id_information is None: return False + + if len(user_id_information) == 0 or user_id_information[0] is None: + return False + _user = user_id_information[0] if ( _user.get("user_role", None) is not None diff --git a/ui/litellm-dashboard/out/404.html b/ui/litellm-dashboard/out/404.html index 6ab2328d39..d63734d4b4 100644 --- a/ui/litellm-dashboard/out/404.html +++ b/ui/litellm-dashboard/out/404.html @@ -1 +1 @@ -404: This page could not be found.LiteLLM Dashboard

404

This page could not be found.

\ No newline at end of file +404: This page could not be found.LiteLLM Dashboard

404

This page could not be found.

\ No newline at end of file diff --git a/ui/litellm-dashboard/out/index.html b/ui/litellm-dashboard/out/index.html index a16993a017..f13ba1bed2 100644 --- a/ui/litellm-dashboard/out/index.html +++ b/ui/litellm-dashboard/out/index.html @@ -1 +1 @@ -LiteLLM Dashboard \ No newline at end of file +LiteLLM Dashboard \ No newline at end of file diff --git a/ui/litellm-dashboard/out/index.txt b/ui/litellm-dashboard/out/index.txt index cb6e7504b7..f9c1409abb 100644 --- a/ui/litellm-dashboard/out/index.txt +++ b/ui/litellm-dashboard/out/index.txt @@ -1,7 +1,7 @@ 2:I[77831,[],""] -3:I[94430,["936","static/chunks/2f6dbc85-052c4579f80d66ae.js","507","static/chunks/507-0aee992ad94e4137.js","931","static/chunks/app/page-9547f131c3870082.js"],""] +3:I[94430,["936","static/chunks/2f6dbc85-052c4579f80d66ae.js","507","static/chunks/507-0aee992ad94e4137.js","931","static/chunks/app/page-7219129f052f09c7.js"],""] 4:I[5613,[],""] 5:I[31778,[],""] 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be found."}]}]]}]}]],"notFoundStyles":[],"styles":null}]}]}],null]],[[["$","link","0",{"rel":"stylesheet","href":"/ui/_next/static/css/9e367ab966b14e29.css","precedence":"next","crossOrigin":""}]],"$L6"]]]] 6:[["$","meta","0",{"name":"viewport","content":"width=device-width, initial-scale=1"}],["$","meta","1",{"charSet":"utf-8"}],["$","title","2",{"children":"LiteLLM Dashboard"}],["$","meta","3",{"name":"description","content":"LiteLLM Proxy Admin UI"}],["$","link","4",{"rel":"icon","href":"/ui/favicon.ico","type":"image/x-icon","sizes":"16x16"}],["$","meta","5",{"name":"next-size-adjust"}]] 1:null diff --git a/ui/litellm-dashboard/src/components/settings.tsx b/ui/litellm-dashboard/src/components/settings.tsx index 96c20bf15c..86d9cbfd3b 100644 --- a/ui/litellm-dashboard/src/components/settings.tsx +++ b/ui/litellm-dashboard/src/components/settings.tsx @@ -17,14 +17,18 @@ import { TextInput, Switch, Col, - TabPanel, - TabPanels, - TabGroup, - TabList, + TabPanel, + TabPanels, + TabGroup, + TabList, Tab, Callout, } from "@tremor/react"; -import { getCallbacksCall, setCallbacksCall, serviceHealthCheck } from "./networking"; +import { + getCallbacksCall, + setCallbacksCall, + serviceHealthCheck, +} from "./networking"; import { Modal, Form, Input, Select, Button as Button2, message } from "antd"; import StaticGenerationSearchParamsBailoutProvider from "next/dist/client/components/static-generation-searchparams-bailout-provider"; @@ -35,67 +39,69 @@ interface SettingsPageProps { } interface AlertingVariables { - SLACK_WEBHOOK_URL: string | null, - LANGFUSE_PUBLIC_KEY: string | null, - LANGFUSE_SECRET_KEY: string | null, - LANGFUSE_HOST: string | null - OPENMETER_API_KEY: string | null + SLACK_WEBHOOK_URL: string | null; + LANGFUSE_PUBLIC_KEY: string | null; + LANGFUSE_SECRET_KEY: string | null; + LANGFUSE_HOST: string | null; + OPENMETER_API_KEY: string | null; } interface AlertingObject { - name: string, - variables: AlertingVariables + name: string; + variables: AlertingVariables; } const defaultLoggingObject: AlertingObject[] = [ { - "name": "slack", - "variables": { - "LANGFUSE_HOST": null, - "LANGFUSE_PUBLIC_KEY": null, - "LANGFUSE_SECRET_KEY": null, - "OPENMETER_API_KEY": null, - "SLACK_WEBHOOK_URL": null - } + name: "slack", + variables: { + LANGFUSE_HOST: null, + LANGFUSE_PUBLIC_KEY: null, + LANGFUSE_SECRET_KEY: null, + OPENMETER_API_KEY: null, + SLACK_WEBHOOK_URL: null, + }, }, { - "name": "langfuse", - "variables": { - "LANGFUSE_HOST": null, - "LANGFUSE_PUBLIC_KEY": null, - "LANGFUSE_SECRET_KEY": null, - "OPENMETER_API_KEY": null, - "SLACK_WEBHOOK_URL": null - } + name: "langfuse", + variables: { + LANGFUSE_HOST: null, + LANGFUSE_PUBLIC_KEY: null, + LANGFUSE_SECRET_KEY: null, + OPENMETER_API_KEY: null, + SLACK_WEBHOOK_URL: null, + }, }, { - "name": "openmeter", - "variables": { - "LANGFUSE_HOST": null, - "LANGFUSE_PUBLIC_KEY": null, - "LANGFUSE_SECRET_KEY": null, - "OPENMETER_API_KEY": null, - "SLACK_WEBHOOK_URL": null - } - } -] + name: "openmeter", + variables: { + LANGFUSE_HOST: null, + LANGFUSE_PUBLIC_KEY: null, + LANGFUSE_SECRET_KEY: null, + OPENMETER_API_KEY: null, + SLACK_WEBHOOK_URL: null, + }, + }, +]; const Settings: React.FC = ({ accessToken, userRole, userID, }) => { - const [callbacks, setCallbacks] = useState(defaultLoggingObject); + const [callbacks, setCallbacks] = + useState(defaultLoggingObject); const [alerts, setAlerts] = useState([]); const [isModalVisible, setIsModalVisible] = useState(false); const [form] = Form.useForm(); const [selectedCallback, setSelectedCallback] = useState(null); const [selectedAlertValues, setSelectedAlertValues] = useState([]); const [catchAllWebhookURL, setCatchAllWebhookURL] = useState(""); - const [alertToWebhooks, setAlertToWebhooks] = useState>({}); + const [alertToWebhooks, setAlertToWebhooks] = useState< + Record + >({}); const [activeAlerts, setActiveAlerts] = useState([]); - const handleSwitchChange = (alertName: string) => { if (activeAlerts.includes(alertName)) { setActiveAlerts(activeAlerts.filter((alert) => alert !== alertName)); @@ -104,13 +110,14 @@ const Settings: React.FC = ({ } }; const alerts_to_UI_NAME: Record = { - "llm_exceptions": "LLM Exceptions", - "llm_too_slow": "LLM Responses Too Slow", - "llm_requests_hanging": "LLM Requests Hanging", - "budget_alerts": "Budget Alerts (API Keys, Users)", - "db_exceptions": "Database Exceptions (Read/Write)", - "daily_reports": "Weekly/Monthly Spend Reports", - } + llm_exceptions: "LLM Exceptions", + llm_too_slow: "LLM Responses Too Slow", + llm_requests_hanging: "LLM Requests Hanging", + budget_alerts: "Budget Alerts (API Keys, Users)", + db_exceptions: "Database Exceptions (Read/Write)", + daily_reports: "Weekly/Monthly Spend Reports", + outage_alerts: "Outage Alerts", + }; useEffect(() => { if (!accessToken || !userRole || !userID) { @@ -121,15 +128,20 @@ const Settings: React.FC = ({ let updatedCallbacks: any[] = defaultLoggingObject; updatedCallbacks = updatedCallbacks.map((item: any) => { - const callback = data.callbacks.find((cb: any) => cb.name === item.name); + const callback = data.callbacks.find( + (cb: any) => cb.name === item.name + ); if (callback) { - return { ...item, variables: { ...item.variables, ...callback.variables } }; + return { + ...item, + variables: { ...item.variables, ...callback.variables }, + }; } else { return item; } }); - setCallbacks(updatedCallbacks) + setCallbacks(updatedCallbacks); // setCallbacks(callbacks_data); let alerts_data = data.alerts; @@ -145,7 +157,6 @@ const Settings: React.FC = ({ setActiveAlerts(active_alerts); setCatchAllWebhookURL(catch_all_webhook); setAlertToWebhooks(_alert_info.alerts_to_webhook); - } } @@ -153,10 +164,9 @@ const Settings: React.FC = ({ }); }, [accessToken, userRole, userID]); - const isAlertOn = (alertName: string) => { return activeAlerts && activeAlerts.includes(alertName); - } + }; const handleAddCallback = () => { console.log("Add callback clicked"); @@ -172,20 +182,22 @@ const Settings: React.FC = ({ const handleChange = (values: any) => { setSelectedAlertValues(values); // Here, you can perform any additional logic with the selected values - console.log('Selected values:', values); + console.log("Selected values:", values); }; const handleSaveAlerts = () => { if (!accessToken) { return; } - + const updatedAlertToWebhooks: Record = {}; Object.entries(alerts_to_UI_NAME).forEach(([key, value]) => { - const webhookInput = document.querySelector(`input[name="${key}"]`) as HTMLInputElement; + const webhookInput = document.querySelector( + `input[name="${key}"]` + ) as HTMLInputElement; console.log("key", key); console.log("webhookInput", webhookInput); - const newWebhookValue = webhookInput?.value || ''; + const newWebhookValue = webhookInput?.value || ""; console.log("newWebhookValue", newWebhookValue); updatedAlertToWebhooks[key] = newWebhookValue; }); @@ -195,19 +207,19 @@ const Settings: React.FC = ({ const payload = { general_settings: { alert_to_webhook_url: updatedAlertToWebhooks, - alert_types: activeAlerts + alert_types: activeAlerts, }, }; console.log("payload", payload); - + try { setCallbacksCall(accessToken, payload); } catch (error) { - message.error('Failed to update alerts: ' + error, 20); + message.error("Failed to update alerts: " + error, 20); } - - message.success('Alerts updated successfully'); + + message.success("Alerts updated successfully"); }; const handleSaveChanges = (callback: any) => { if (!accessToken) { @@ -215,7 +227,11 @@ const Settings: React.FC = ({ } const updatedVariables = Object.fromEntries( - Object.entries(callback.variables).map(([key, value]) => [key, (document.querySelector(`input[name="${key}"]`) as HTMLInputElement)?.value || value]) + Object.entries(callback.variables).map(([key, value]) => [ + key, + (document.querySelector(`input[name="${key}"]`) as HTMLInputElement) + ?.value || value, + ]) ); console.log("updatedVariables", updatedVariables); @@ -224,8 +240,8 @@ const Settings: React.FC = ({ const payload = { environment_variables: updatedVariables, litellm_settings: { - "success_callback": [callback.name] - } + success_callback: [callback.name], + }, }; try { @@ -246,82 +262,82 @@ const Settings: React.FC = ({ // Call API to add the callback console.log("Form values:", values); let payload; - if (values.callback === 'langfuse') { + if (values.callback === "langfuse") { payload = { environment_variables: { LANGFUSE_PUBLIC_KEY: values.langfusePublicKey, - LANGFUSE_SECRET_KEY: values.langfusePrivateKey + LANGFUSE_SECRET_KEY: values.langfusePrivateKey, }, litellm_settings: { - success_callback: [values.callback] - } + success_callback: [values.callback], + }, }; setCallbacksCall(accessToken, payload); let newCallback: AlertingObject = { - "name": values.callback, - "variables": { - "SLACK_WEBHOOK_URL": null, - "LANGFUSE_HOST": null, - "LANGFUSE_PUBLIC_KEY": values.langfusePublicKey, - "LANGFUSE_SECRET_KEY": values.langfusePrivateKey, - OPENMETER_API_KEY: null - } - } + name: values.callback, + variables: { + SLACK_WEBHOOK_URL: null, + LANGFUSE_HOST: null, + LANGFUSE_PUBLIC_KEY: values.langfusePublicKey, + LANGFUSE_SECRET_KEY: values.langfusePrivateKey, + OPENMETER_API_KEY: null, + }, + }; // add langfuse to callbacks setCallbacks(callbacks ? [...callbacks, newCallback] : [newCallback]); - } else if (values.callback === 'slack') { - console.log(`values.slackWebhookUrl: ${values.slackWebhookUrl}`) + } else if (values.callback === "slack") { + console.log(`values.slackWebhookUrl: ${values.slackWebhookUrl}`); payload = { general_settings: { alerting: ["slack"], - alerting_threshold: 300 + alerting_threshold: 300, }, environment_variables: { - SLACK_WEBHOOK_URL: values.slackWebhookUrl - } + SLACK_WEBHOOK_URL: values.slackWebhookUrl, + }, }; setCallbacksCall(accessToken, payload); // add slack to callbacks - console.log(`values.callback: ${values.callback}`) + console.log(`values.callback: ${values.callback}`); let newCallback: AlertingObject = { - "name": values.callback, - "variables": { - "SLACK_WEBHOOK_URL": values.slackWebhookUrl, - "LANGFUSE_HOST": null, - "LANGFUSE_PUBLIC_KEY": null, - "LANGFUSE_SECRET_KEY": null, - "OPENMETER_API_KEY": null - } - } + name: values.callback, + variables: { + SLACK_WEBHOOK_URL: values.slackWebhookUrl, + LANGFUSE_HOST: null, + LANGFUSE_PUBLIC_KEY: null, + LANGFUSE_SECRET_KEY: null, + OPENMETER_API_KEY: null, + }, + }; setCallbacks(callbacks ? [...callbacks, newCallback] : [newCallback]); } else if (values.callback == "openmeter") { - console.log(`values.openMeterApiKey: ${values.openMeterApiKey}`) + console.log(`values.openMeterApiKey: ${values.openMeterApiKey}`); payload = { environment_variables: { OPENMETER_API_KEY: values.openMeterApiKey, }, litellm_settings: { - success_callback: [values.callback] - } + success_callback: [values.callback], + }, }; setCallbacksCall(accessToken, payload); let newCallback: AlertingObject = { - "name": values.callback, - "variables": { - "SLACK_WEBHOOK_URL": null, - "LANGFUSE_HOST": null, - "LANGFUSE_PUBLIC_KEY": null, - "LANGFUSE_SECRET_KEY": null, - OPENMETER_API_KEY: values.openMeterAPIKey - } - } + name: values.callback, + variables: { + SLACK_WEBHOOK_URL: null, + LANGFUSE_HOST: null, + LANGFUSE_PUBLIC_KEY: null, + LANGFUSE_SECRET_KEY: null, + OPENMETER_API_KEY: values.openMeterAPIKey, + }, + }; // add langfuse to callbacks setCallbacks(callbacks ? [...callbacks, newCallback] : [newCallback]); } else { payload = { - error: 'Invalid callback value' + error: "Invalid callback value", }; } setIsModalVisible(false); @@ -338,119 +354,150 @@ const Settings: React.FC = ({ return null; } - console.log(`callbacks: ${callbacks}`) + console.log(`callbacks: ${callbacks}`); return (
- - - + - - Logging Callbacks - Alerting - - - - - - - - - Callback - Callback Env Vars - - - - {callbacks.filter((callback) => callback.name !== "slack").map((callback, index) => ( - - - {callback.name} - - -
    - {Object.entries(callback.variables ?? {}).filter(([key, value]) => key.toLowerCase().includes(callback.name)).map(([key, value]) => ( -
  • - {key} - {key === "LANGFUSE_HOST" ? ( -

    default value=https://cloud.langfuse.com

    - ) : ( -
    - )} - -
    • - ))} -
- - - - - ))} - -
- - - + + Logging Callbacks + Alerting + + + + + + + + Callback + Callback Env Vars + + + + {callbacks + .filter((callback) => callback.name !== "slack") + .map((callback, index) => ( + + + {callback.name} + + +
    + {Object.entries(callback.variables ?? {}) + .filter(([key, value]) => + key.toLowerCase().includes(callback.name) + ) + .map(([key, value]) => ( +
  • + {key} + {key === "LANGFUSE_HOST" ? ( +

    + default value=https://cloud.langfuse.com +

    + ) : ( +
    + )} + +
    • + ))} +
+ + + + + ))} + +
+ + - + + + + Alerts are only supported for Slack Webhook URLs. Get your + webhook urls from{" "} + + here + + + + + + + + Slack Webhook URL + + - - Alerts are only supported for Slack Webhook URLs. Get your webhook urls from here -
- - - - - Slack Webhook URL - - - - - {Object.entries(alerts_to_UI_NAME).map(([key, value], index) => ( - - - handleSwitchChange(key)} - /> - - - {value} - - - - - - - - ))} - -
- + + {Object.entries(alerts_to_UI_NAME).map( + ([key, value], index) => ( + + + handleSwitchChange(key)} + /> + + + {value} + + + + + + ) + )} + + + - - - - - - - - - + + + - - - + = ({ openmeter - - {selectedCallback === 'langfuse' && ( + + {selectedCallback === "langfuse" && ( <> = ({ { required: true, message: "Please enter the public key" }, ]} > - + = ({ { required: true, message: "Please enter the private key" }, ]} > - + )} - { - selectedCallback == "openmeter" && <> - - - - - } + {selectedCallback == "openmeter" && ( + <> + + + + + )}
Save @@ -520,4 +570,4 @@ const Settings: React.FC = ({ ); }; -export default Settings; \ No newline at end of file +export default Settings; From cd34d00d80b13589149b49313b314f81060f19f6 Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Fri, 24 May 2024 20:09:15 -0700 Subject: [PATCH 7/7] fix(router.py): fix pre call check only check if response_format supported by model, if pre-call check enabled --- litellm/router.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/litellm/router.py b/litellm/router.py index d9563877cc..3c486a7478 100644 --- a/litellm/router.py +++ b/litellm/router.py @@ -3324,7 +3324,7 @@ class Router: invalid_model_indices.append(idx) continue - ## INVALID PARAMS ## -> catch 'gpt-3.5-turbo-16k' not supporting 'response_object' param + ## INVALID PARAMS ## -> catch 'gpt-3.5-turbo-16k' not supporting 'response_format' param if request_kwargs is not None and litellm.drop_params == False: # get supported params model, custom_llm_provider, _, _ = litellm.get_llm_provider( @@ -3342,10 +3342,10 @@ class Router: non_default_params = litellm.utils.get_non_default_params( passed_params=request_kwargs ) - special_params = ["response_object"] + special_params = ["response_format"] # check if all params are supported for k, v in non_default_params.items(): - if k not in supported_openai_params: + if k not in supported_openai_params and k in special_params: # if not -> invalid model verbose_router_logger.debug( f"INVALID MODEL INDEX @ REQUEST KWARG FILTERING, k={k}"